| 2026 | AAAI | Balanced Knowledge Distillation for Large Language Models with Mix-of-Experts. | Jiajun Liu, Yao He, Wenjun Ke, Peng Wang, Ziyu Shang, Guozheng Li, Zijie Xu |
| 2026 | AAAI | Optimizing LoRA Allocation of MoE with the Alignment of Topic Correlation. | Hengyuan Xu, Wenjun Ke, Yao He, Jiajun Liu, Dong Nie, Peng Wang, Ziyu Shang, Zijie Xu |
| 2026 | AAAI | Benchmarking and Enhancing Rule Knowledge-Driven Reasoning of Large Language Models. | Zijie Xu, Wenjun Ke, Peng Wang, Guozheng Li, Qingjian Ni, Jiajun Liu, Ziyu Shang, Jing Zhou |
| 2026 | ACL | From Outcome to Process: Optimizing MoE Load Balancing with MCTS. | Wenjun Ke, Hengyuan Xu, Ziyu Shang, Yao He, Jiahao Wang, Zijie Xu, Peng Wang, Yuhang Lou, Jiajun Liu |
| 2026 | ACL | Exploring Layer Activation Dynamic of CoT via Knowledge Probe. | Chuanxin Zhang, Jiajun Liu, Yao He, Wenjun Ke, Peng Wang, Yankun Le, Sirui Liu, Zhaoyu Yang |
| 2026 | ACL | Capability Decomposition for Unified Information Extraction via Hierarchical Mixture-of-Experts. | Jing Zhou, Peng Wang, Wenjun Ke, Jiajun Liu, Yao He |
| 2026 | WWW | Unlearning of Knowledge Graph Embedding via Preference Optimization. | Jiajun Liu, Wenjun Ke, Peng Wang, Yao He, Ziyu Shang, Guozheng Li, Zijie Xu, Ke Ji |
| 2025 | ACL | On the Consistency of Commonsense in Large Language Models. | Guozheng Li, Peng Wang, Wenjun Ke, Zijie Xu, Jiajun Liu, Ziyu Shang |
| 2025 | ACL | LLM-Guided Semantic-Aware Clustering for Topic Modeling. | Jianghan Liu, Ziyu Shang, Wenjun Ke, Peng Wang, Zhizhao Luo, Jiajun Liu, Guozheng Li, Yining Li |
| 2025 | ACL | Acquisition and Application of Novel Knowledge in Large Language Models. | Ziyu Shang, Jianghan Liu, Zhizhao Luo, Peng Wang, Wenjun Ke, Jiajun Liu, Zijie Xu, Guozheng Li |
| 2025 | ICASSP | Exploring Meta Evidence for Prompt Optimization. | Yao He, Jiajun Liu, Wenjun Ke, Peng Wang, Congda Xiao, Yining Li |
| 2024 | AAAI | Towards Continual Knowledge Graph Embedding via Incremental Distillation. | Jiajun Liu, Wenjun Ke, Peng Wang, Ziyu Shang, Jinhua Gao, Guozheng Li, Ke Ji, Yanhe Liu |
| 2024 | AAAI | Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype. | Yanhe Liu, Peng Wang, Wenjun Ke, Guozheng Li, Xiye Chen, Jiteng Zhao, Ziyu Shang |
| 2024 | AAAI | OntoFact: Unveiling Fantastic Fact-Skeleton of LLMs via Ontology-Driven Reinforcement Learning. | Ziyu Shang, Wenjun Ke, Nana Xiu, Peng Wang, Jiajun Liu, Yanhui Li, Zhizhao Luo, Ke Ji |
| 2024 | AAAI | ConsistNER: Towards Instructive NER Demonstrations for LLMs with the Consistency of Ontology and Context. | Chenxiao Wu, Wenjun Ke, Peng Wang, Zhizhao Luo, Guozheng Li, Wanyi Chen |
| 2024 | ACL | Boosting Textural NER with Synthetic Image and Instructive Alignment. | Jiahao Wang, Wenjun Ke, Peng Wang, Hang Zhang, Dong Nie, Jiajun Liu, Guozheng Li, Ziyu Shang |
| 2024 | ADMA | Balanced Knowledge Distillation with Open-Domain Unlabeled Data for Named Entity Recognition. | Chenxiao Wu, Wenjie Ye, Jiajun Liu, Peng Wang, Wenjun Ke |
| 2024 | COLING | Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction. | Guozheng Li, Wenjun Ke, Peng Wang, Zijie Xu, Ke Ji, Jiajun Liu, Ziyu Shang, Qiqing Luo |
| 2024 | COLING | CMNEE: A Large-Scale Document-Level Event Extraction Dataset Based on Open-Source Chinese Military News. | Mengna Zhu, Zijie Xu, Kaisheng Zeng, Kaiming Xiao, Mao Wang, Wenjun Ke, Hongbin Huang |
| 2024 | ICANN | Breaking the Corpus Bottleneck for Multi-dialect Speech Recognition with Flexible Adapters. | Tengyue Deng, Jianguo Wei, Jiahao Yang, Minghao Guo, Wenjun Ke, Xiaokang Yang, Wenhuan Lu |
| 2024 | ICASSP | Boosting LLMS with Ontology-Aware Prompt for Ner Data Augmentation. | Zhizhao Luo, Youchen Wang, Wenjun Ke, Rui Qi, Yikai Guo, Peng Wang |
| 2024 | IJCAI | Incorporating Schema-Aware Description into Document-Level Event Extraction. | Zijie Xu, Peng Wang, Wenjun Ke, Guozheng Li, Jiajun Liu, Ke Ji, Xiye Chen, Chenxiao Wu |
| 2024 | IJCAI | Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification. | Ke Ji, Peng Wang, Wenjun Ke, Guozheng Li, Jiajun Liu, Jingsheng Gao, Ziyu Shang |
| 2024 | IJCAI | Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction. | Guozheng Li, Peng Wang, Wenjun Ke, Yikai Guo, Ke Ji, Ziyu Shang, Jiajun Liu, Zijie Xu |
| 2024 | IJCAI | Fast and Continual Knowledge Graph Embedding via Incremental LoRA. | Jiajun Liu, Wenjun Ke, Peng Wang, Jiahao Wang, Jinhua Gao, Ziyu Shang, Guozheng Li, Zijie Xu, Ke Ji, Yining Li |
| 2024 | IJCAI | Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning. | Ziyu Shang, Peng Wang, Wenjun Ke, Jiajun Liu, Hailang Huang, Guozheng Li, Chenxiao Wu, Jianghan Liu, Xiye Chen, Yining Li |
| 2024 | IJCAI | Making LLMs as Fine-Grained Relation Extraction Data Augmentor. | Yifan Zheng, Wenjun Ke, Qi Liu, Yuting Yang, Ruizhuo Zhao, Dacheng Feng, Jianwei Zhang, Zhi Fang |
| 2023 | AAAI | Online Noisy Continual Relation Learning. | Guozheng Li, Peng Wang, Qiqing Luo, Yanhe Liu, Wenjun Ke |
| 2023 | AAAI | fmLRE: A Low-Resource Relation Extraction Model Based on Feature Mapping Similarity Calculation. | Peng Wang, Tong Shao, Ke Ji, Guozheng Li, Wenjun Ke |
| 2023 | EMNLP | Revisiting Large Language Models as Zero-shot Relation Extractors. | Guozheng Li, Peng Wang, Wenjun Ke |
| 2023 | IJCAI | Towards Incremental NER Data Augmentation via Syntactic-aware Insertion Transformer. | Wenjun Ke, Zongkai Tian, Qi Liu, Peng Wang, Jinhua Gao, Rui Qi |
| 2022 | WSDM | ConsistSum: Unsupervised Opinion Summarization with the Consistency of Aspect, Sentiment and Semantic. | Wenjun Ke, Jinhua Gao, Huawei Shen, Xueqi Cheng |
| 2021 | PAKDD | Semantic-Syntax Cascade Injection Model for Aspect Sentiment Triple Extraction. | Wenjun Ke, Jinhua Gao, Huawei Shen, Xueqi Cheng |
| 2021 | QRS | A Quantitative Evaluation Method of Software Usability Based on Improved GOMS Model. | Kunlong Wang, Kanjing Li, Jinhua Gao, Bing Liu, Zhi Fang, Wenjun Ke |
| 2020 | QRS | Interpretable Test Case Recommendation based on Knowledge Graph. | Wenjun Ke, Chao Wu, Xiufeng Fu, Chen Gao, Yinyi Song |